MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

Submit Your Server Not listed? Add & get scored →
Score Your Own Servers Free CLI for local & internal scoring →
67226
Discovered
→
32320
Scored
→
2112
Verified
→
16953
Complete
Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 2 hours, 51 minutes ago

Grade Distribution

Score Distribution

Newly Added

TerraVue F Arbitron F WorkforceGPT F Beleeg F Lediv F

Biggest Gainers

Pinch Grocery Prices (Australia) +44 Done Bear +44 Antevo Wealth +43

Biggest Drops

BridgeToAgent — AI Readiness -60 workbench -48 AGI Alpha -47
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52151
mona
ultrahuman Claim
Access Ultrahuman metrics to monitor sleep, recovery, steps, heart rate, HRV, t…
 — ○ ⏳ — N/A N/A — 95 —
52152
sling-cli Claim 1
Sling CLI MCP server for querying any database, running data pipelines and mana…
 — ○ — N/A N/A — 81 —
52153
meabs
Enables users to explore and manage banking card features including product dis…
 — ○ ⏳ — N/A N/A — — —
52154
MRUK31
A demonstration MCP server that simulates server management actions for Contabo…
 — ○ ⏳ — — — — 81 —
52155
parajuliminiyan
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
 — ○ ⏳ — N/A N/A — — —
52156
Schimmilab
pico-mcp Claim
Enables LLMs to control a PicoScope 5000A USB oscilloscope for signal generatio…
 — ○ ⏳ — N/A N/A — — —
52157
pyonta0215
Provides tools to search books by keyword, retrieve books by author, and comput…
 — ○ ⏳ — N/A N/A — — —
52158
fastmcp-me
AbletonMCP Claim
Connects Ableton Live to Claude AI via the Model Context Protocol, enabling pro…
 — ○ ⏳ — N/A N/A — — —
52159
planexhq
markdown-mcp Claim
Provides structured, addressable access to a local markdown vault with heading-…
 — ○ ⏳ — N/A N/A — 95 —
52160
darktw
Persistent knowledge memory for AI agents. Two-way flow: read context into proj…
 — ○ ⏳ — — — — 81 —
52161
jashwanth0712
An MCP server that gives Claude Code and Cursor the ability to generate and edi…
 — ○ ⏳ — — — — — —
52162
FreedmanCapitalGroup
money Claim
An MCP server that enables AI assistants to match users with capital providers …
 — ○ ⏳ — N/A N/A — — —
52163
StefanMaron
Provides AI assistants with complete visibility into AL dependencies and symbol…
 — ○ ⏳ — N/A N/A — — —
52164
not-sure-w
MCP server for WHMCS — 73 tools, 10 resources, 8 prompts, simulate mode, rate l…
 — ○ ⏳ — N/A N/A — 83 —
52165
robinebers
An MCP server that enables AI models to search the web using OpenAI's 4o-mini S…
 — ○ ⏳ — — — — 81 —
52166
pipeworx-io
Wraps the OpenWeatherMap API to provide weather data through MCP, enabling AI a…
 — ○ ⏳ — — — — — —
52167
deepwired
mcp-jira-scoped ⚡ Claim 1
Enables AI assistants to manage Jira tasks, issues, and projects using Atlassia…
 — ○ ⏳ — — — — 83 —
52168
arbyazra123
Enables AI assistants to access and manage an Indonesian stock market news pipe…
 — ○ ⏳ — N/A N/A — — —
52169
FerroxLabs
TVControl Claim
MCP server that enables AI agents to control TradingView Desktop locally, perfo…
 — ○ ⏳ — N/A N/A — — —
52170
fundfluent-admin
Access a comprehensive suite of tools and resources to help startups and small …
 — ○ ⏳ — N/A N/A — 95 —
52171
jinikeai
Connects Claude to email, calendar, and tasks via Jinike AI, enabling inbox rea…
 — ○ ⏳ — N/A N/A — — —
52172
lustre Claim 1
Premium Flutter UI components for AI coding agents. 46 widgets, 3 themes, light…
 — ○ — N/A N/A — 81 —
52173
CSOAI-ORG
UK Waste Carrier Registration, EA waste codes, hazardous waste consignment note…
 — ○ ⏳ — N/A N/A — — —
52174
CSOAI-ORG
Unified sensor + actuator schema MCP for aquaculture / aquaponic / koi systems.…
 — ○ ⏳ — N/A N/A — — —
52175
leejaew
Enables AI agents to search and retrieve information about KTO-certified medica…
 — ○ ⏳ — — — — — —
52176
memorymesh Claim 1
Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool por…
 — ○ — N/A N/A — 81 —
52177
thiagogbeier
Enables AI assistants and automation tools to manage Microsoft 365, Entra ID, a…
 — ○ ⏳ — — — — — —
52178
pointware
Enables searching and managing Docker images and tags, as well as querying GitL…
 — ○ ⏳ — — — — 81 —
52179
deak-ai
Enables MCP clients like Claude Desktop to interact with openEHR REST APIs (EHR…
 — ○ ⏳ — — — — — —
52180
biswajitpanday
Provides real-time date and time information to AI assistants via the Model Con…
 — ○ ⏳ — — — — — —
52181
kloudle
Cloud security scanning tools for AI agents. 7 purpose-built AWS scanners that…
 — ○ ⏳ — — — — 81 —
52182
softcery
MCP server that connects AI agents to Homerun, an applicant tracking system. En…
 — ○ ⏳ — — — — — —
52183
hipster
— ○ ⏳ — N/A N/A — 95 —
52184
xarielah
Enables Claude to analyze a player's public FACEIT CS2 data, diagnose strengths…
 — ○ ⏳ — — — — — —
52185
TVLSS
hirejack-mcp Claim
Tech job market intelligence: jobs, companies, salaries, skill velocity, hiring…
 — ○ ⏳ — — — — — —
52186
Sakhir786
A production-grade MCP server that integrates Polygon.io market data with an 18…
 — ○ ⏳ — — — — — —
52187
catalystedgepro-wq
Audited SEC catalyst signals for agents — ranked filing intel with a public tra…
 — ○ ⏳ — — — — — —
52188
agiletec-inc
MCP server for self-hosted Supabase with RLS-aware PostgreSQL and PostgREST lay…
 — ○ ⏳ — — — — — —
52189
Hassan-Butt4356
MCP server that provides 8 local RAG tools using LlamaIndex and Ollama, enablin…
 — ○ ⏳ — N/A N/A — — —
52190
QVerisAI
mcp Claim
Discover, inspect and call ranked external data & tool APIs with unified billin…
 — ○ ⏳ — N/A N/A — — —
52191
mariusmmmmm
Search, compare & filter 102,191 European car variants — 180 specs, 19 language…
 — ○ ⏳ — — — — 67 —
52192
artryazanov
MCP server that fetches raw HTML content from a given URL to provide web contex…
 — ○ ⏳ — — — — — —
52193
DevMuneeb
An MCP server that indexes codebases into a local graph and provides on-demand …
 — ○ ⏳ — N/A N/A — — —
52194
Labs64 NetLicensing MCP server for AI-driven software license lifecycle managem…
 — ○ — N/A N/A — 69 —
52195
imdeniil
MCP server for Yandex Tracker API that provides 146 tools for managing issues, …
 — ○ ⏳ — — — — — —
52196
feamster
spark-mcp Claim
Enables users to access, search, and analyze Spark Desktop meeting transcripts …
 — ○ ⏳ — N/A N/A — — —
52197
ivarrian
Provides access to Victoria, Australia's public holidays and important dates vi…
 — ○ ⏳ — — — — — —
52198
MikeyBeez
Tracks protocol adherence and maintains audit trails for Claude sessions, provi…
 — ○ ⏳ — N/A N/A — — —
52199
MichaelAnckaert
obsidian-mcp Claim
Provides read-only access to an Obsidian vault, enabling file listing, content …
 — ○ ⏳ — N/A N/A — — —
52200
panda-studio-dev
Enables AI assistants to perform Japanese business calendar calculations includ…
 — ○ ⏳ — N/A N/A — — —
Showing 52151–52200 of 67226 servers
« Prev 1 … 1042 1043 1044 1045 1046 … 1345 Next »